{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# -*- coding:utf-8 -*-\n",
    "#数据探索分析\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from pandas import DataFrame,Series\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>SYS_NAME</th>\n",
       "      <th>NAME</th>\n",
       "      <th>TARGET_ID</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>ENTITY</th>\n",
       "      <th>VALUE</th>\n",
       "      <th>COLLECTTIME</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>3.427079e+07</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
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       "      <td>8.026259e+07</td>\n",
       "      <td>2014-10-01</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>183</td>\n",
       "      <td>磁盘容量</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>5.232332e+07</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>183</td>\n",
       "      <td>磁盘容量</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>1.572833e+08</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>3.432890e+07</td>\n",
       "      <td>2014-10-02</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  SYS_NAME     NAME  TARGET_ID DESCRIPTION ENTITY         VALUE COLLECTTIME\n",
       "0   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  3.427079e+07  2014-10-01\n",
       "1   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  8.026259e+07  2014-10-01\n",
       "2   财务管理系统  CWXT_DB        183        磁盘容量    C:\\  5.232332e+07  2014-10-01\n",
       "3   财务管理系统  CWXT_DB        183        磁盘容量    D:\\  1.572833e+08  2014-10-01\n",
       "4   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  3.432890e+07  2014-10-02"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "inputfile1 = 'discdata.xls'\n",
    "data = pd.read_excel(inputfile1)\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 188 entries, 0 to 187\n",
      "Data columns (total 7 columns):\n",
      "SYS_NAME       188 non-null object\n",
      "NAME           188 non-null object\n",
      "TARGET_ID      188 non-null int64\n",
      "DESCRIPTION    188 non-null object\n",
      "ENTITY         188 non-null object\n",
      "VALUE          188 non-null float64\n",
      "COLLECTTIME    188 non-null datetime64[ns]\n",
      "dtypes: datetime64[ns](1), float64(1), int64(1), object(4)\n",
      "memory usage: 10.4+ KB\n"
     ]
    }
   ],
   "source": [
    "data.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "      <th>COLLECTTIME</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34270787.33</td>\n",
       "      <td>2014-10-01</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>财务管理系统</td>\n",
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       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
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       "      <td>C:\\</td>\n",
       "      <td>34327553.50</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
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       "      <td>C:\\</td>\n",
       "      <td>34288672.21</td>\n",
       "      <td>2014-10-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34190978.41</td>\n",
       "      <td>2014-10-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34187614.43</td>\n",
       "      <td>2014-10-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34285280.22</td>\n",
       "      <td>2014-10-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34290578.41</td>\n",
       "      <td>2014-10-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>33211870.40</td>\n",
       "      <td>2014-10-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>33249253.87</td>\n",
       "      <td>2014-10-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>33253832.53</td>\n",
       "      <td>2014-10-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34328058.03</td>\n",
       "      <td>2014-10-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34328674.80</td>\n",
       "      <td>2014-10-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34234933.61</td>\n",
       "      <td>2014-10-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34022726.41</td>\n",
       "      <td>2014-10-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35016309.47</td>\n",
       "      <td>2014-10-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34981412.82</td>\n",
       "      <td>2014-10-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34828871.38</td>\n",
       "      <td>2014-10-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34832868.75</td>\n",
       "      <td>2014-10-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34843372.75</td>\n",
       "      <td>2014-10-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34847749.42</td>\n",
       "      <td>2014-10-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34829775.93</td>\n",
       "      <td>2014-10-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34824290.49</td>\n",
       "      <td>2014-10-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34827149.93</td>\n",
       "      <td>2014-10-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34820088.89</td>\n",
       "      <td>2014-10-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34776030.47</td>\n",
       "      <td>2014-10-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34667722.51</td>\n",
       "      <td>2014-10-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35705011.09</td>\n",
       "      <td>2014-10-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35594215.37</td>\n",
       "      <td>2014-10-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35411287.07</td>\n",
       "      <td>2014-10-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35389055.02</td>\n",
       "      <td>2014-10-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35385076.36</td>\n",
       "      <td>2014-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35462038.02</td>\n",
       "      <td>2014-11-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35486821.33</td>\n",
       "      <td>2014-11-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35471088.77</td>\n",
       "      <td>2014-11-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35547564.55</td>\n",
       "      <td>2014-11-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35606941.11</td>\n",
       "      <td>2014-11-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35546714.13</td>\n",
       "      <td>2014-11-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35510966.73</td>\n",
       "      <td>2014-11-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35491498.51</td>\n",
       "      <td>2014-11-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35601990.55</td>\n",
       "      <td>2014-11-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35687972.60</td>\n",
       "      <td>2014-11-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35704312.58</td>\n",
       "      <td>2014-11-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>35704980.73</td>\n",
       "      <td>2014-11-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34570385.45</td>\n",
       "      <td>2014-11-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34673820.69</td>\n",
       "      <td>2014-11-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>C:\\</td>\n",
       "      <td>34793245.31</td>\n",
       "      <td>2014-11-16</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    SYS_NAME     NAME  TARGET_ID DESCRIPTION ENTITY        VALUE COLLECTTIME\n",
       "0     财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34270787.33  2014-10-01\n",
       "4     财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34328899.02  2014-10-02\n",
       "8     财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34327553.50  2014-10-03\n",
       "12    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34288672.21  2014-10-04\n",
       "16    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34190978.41  2014-10-05\n",
       "20    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34187614.43  2014-10-06\n",
       "24    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34285280.22  2014-10-07\n",
       "28    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34290578.41  2014-10-08\n",
       "32    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  33211870.40  2014-10-09\n",
       "36    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  33249253.87  2014-10-10\n",
       "40    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  33253832.53  2014-10-11\n",
       "44    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34328058.03  2014-10-12\n",
       "48    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34328674.80  2014-10-13\n",
       "52    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34234933.61  2014-10-14\n",
       "56    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34022726.41  2014-10-15\n",
       "60    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35016309.47  2014-10-16\n",
       "64    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34981412.82  2014-10-17\n",
       "68    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34828871.38  2014-10-18\n",
       "72    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34832868.75  2014-10-19\n",
       "76    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34843372.75  2014-10-20\n",
       "80    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34847749.42  2014-10-21\n",
       "84    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34829775.93  2014-10-22\n",
       "88    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34824290.49  2014-10-23\n",
       "92    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34827149.93  2014-10-24\n",
       "96    财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34820088.89  2014-10-25\n",
       "100   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34776030.47  2014-10-26\n",
       "104   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34667722.51  2014-10-27\n",
       "108   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35705011.09  2014-10-28\n",
       "112   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35594215.37  2014-10-29\n",
       "116   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35411287.07  2014-10-30\n",
       "120   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35389055.02  2014-10-31\n",
       "124   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35385076.36  2014-11-01\n",
       "128   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35462038.02  2014-11-02\n",
       "132   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35486821.33  2014-11-03\n",
       "136   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35471088.77  2014-11-04\n",
       "140   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35547564.55  2014-11-05\n",
       "144   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35606941.11  2014-11-06\n",
       "148   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35546714.13  2014-11-07\n",
       "152   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35510966.73  2014-11-08\n",
       "156   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35491498.51  2014-11-09\n",
       "160   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35601990.55  2014-11-10\n",
       "164   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35687972.60  2014-11-11\n",
       "168   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35704312.58  2014-11-12\n",
       "172   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  35704980.73  2014-11-13\n",
       "176   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34570385.45  2014-11-14\n",
       "180   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34673820.69  2014-11-15\n",
       "184   财务管理系统  CWXT_DB        184     磁盘已使用大小    C:\\  34793245.31  2014-11-16"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d = data[(data['ENTITY']=='C:\\\\') & (data['TARGET_ID']==184 )]\n",
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "plt.rc('figure',figsize=(9,7))\n",
    "import datetime\n",
    "import matplotlib.dates as mdates\n",
    "plt.rcParams['font.sans-serif']=['SimHei']\n",
    "plt.rcParams['axes.unicode_minus']= False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\ProgramData\\Anaconda3\\lib\\site-packages\\pandas\\plotting\\_converter.py:129: FutureWarning: Using an implicitly registered datetime converter for a matplotlib plotting method. The converter was registered by pandas on import. Future versions of pandas will require you to explicitly register matplotlib converters.\n",
      "\n",
      "To register the converters:\n",
      "\t>>> from pandas.plotting import register_matplotlib_converters\n",
      "\t>>> register_matplotlib_converters()\n",
      "  warnings.warn(msg, FutureWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig  = plt.figure()\n",
    "ax = fig.add_subplot(1,1,1)\n",
    "ax.set_title(u\"C盘已使用空间的时序图\")\n",
    "# ax.set_xlabel(u'日期')\n",
    "ax.set(xlabel=u'日期',ylabel=u'磁盘使用大小')\n",
    "# 图上时间间隔显示为10天\n",
    "ax.xaxis.set_major_locator(mdates.DayLocator(bymonthday=range(1,32), interval=10)) \n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d\"))\n",
    "plt.subplots_adjust(bottom=0.13,top=0.95)\n",
    "ax.plot(d['COLLECTTIME'],d['VALUE'],'ro-',)\n",
    "\n",
    "fig.autofmt_xdate() #自动根据标签长度进行旋转\n",
    "'''for label in ax.xaxis.get_ticklabels():   #此语句完成功能同上\n",
    "       label.set_rotation(45)\n",
    "'''\n",
    "plt.savefig('c.jpg')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>SYS_NAME</th>\n",
       "      <th>NAME</th>\n",
       "      <th>TARGET_ID</th>\n",
       "      <th>DESCRIPTION</th>\n",
       "      <th>ENTITY</th>\n",
       "      <th>VALUE</th>\n",
       "      <th>COLLECTTIME</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>80262592.65</td>\n",
       "      <td>2014-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83200151.65</td>\n",
       "      <td>2014-10-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83208320.00</td>\n",
       "      <td>2014-10-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83099271.65</td>\n",
       "      <td>2014-10-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82765171.65</td>\n",
       "      <td>2014-10-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82522895.00</td>\n",
       "      <td>2014-10-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82590885.00</td>\n",
       "      <td>2014-10-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82368173.30</td>\n",
       "      <td>2014-10-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82172263.30</td>\n",
       "      <td>2014-10-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>81922685.00</td>\n",
       "      <td>2014-10-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84844722.95</td>\n",
       "      <td>2014-10-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84769868.90</td>\n",
       "      <td>2014-10-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84558703.40</td>\n",
       "      <td>2014-10-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84207166.80</td>\n",
       "      <td>2014-10-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84042911.90</td>\n",
       "      <td>2014-10-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84129516.15</td>\n",
       "      <td>2014-10-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83877754.85</td>\n",
       "      <td>2014-10-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83887520.40</td>\n",
       "      <td>2014-10-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83538509.75</td>\n",
       "      <td>2014-10-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86483653.00</td>\n",
       "      <td>2014-10-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82496743.30</td>\n",
       "      <td>2014-10-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82300356.65</td>\n",
       "      <td>2014-10-22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>82130251.65</td>\n",
       "      <td>2014-10-23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84844587.65</td>\n",
       "      <td>2014-10-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84845444.65</td>\n",
       "      <td>2014-10-25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84684911.05</td>\n",
       "      <td>2014-10-26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84500606.35</td>\n",
       "      <td>2014-10-27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84145461.25</td>\n",
       "      <td>2014-10-28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>84172525.10</td>\n",
       "      <td>2014-10-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83957818.70</td>\n",
       "      <td>2014-10-30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>83684789.75</td>\n",
       "      <td>2014-10-31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86485366.95</td>\n",
       "      <td>2014-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86454023.45</td>\n",
       "      <td>2014-11-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86127041.70</td>\n",
       "      <td>2014-11-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86161390.40</td>\n",
       "      <td>2014-11-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>85938933.90</td>\n",
       "      <td>2014-11-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>85645056.50</td>\n",
       "      <td>2014-11-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>85272926.05</td>\n",
       "      <td>2014-11-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>88110097.75</td>\n",
       "      <td>2014-11-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>88128626.65</td>\n",
       "      <td>2014-11-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>88075997.75</td>\n",
       "      <td>2014-11-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>87753526.65</td>\n",
       "      <td>2014-11-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>87249335.55</td>\n",
       "      <td>2014-11-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86986142.20</td>\n",
       "      <td>2014-11-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>86678240.00</td>\n",
       "      <td>2014-11-14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>89766600.00</td>\n",
       "      <td>2014-11-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>财务管理系统</td>\n",
       "      <td>CWXT_DB</td>\n",
       "      <td>184</td>\n",
       "      <td>磁盘已使用大小</td>\n",
       "      <td>D:\\</td>\n",
       "      <td>89377527.25</td>\n",
       "      <td>2014-11-16</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    SYS_NAME     NAME  TARGET_ID DESCRIPTION ENTITY        VALUE COLLECTTIME\n",
       "1     财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  80262592.65  2014-10-01\n",
       "5     财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83200151.65  2014-10-02\n",
       "9     财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83208320.00  2014-10-03\n",
       "13    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83099271.65  2014-10-04\n",
       "17    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82765171.65  2014-10-05\n",
       "21    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82522895.00  2014-10-06\n",
       "25    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82590885.00  2014-10-07\n",
       "29    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82368173.30  2014-10-08\n",
       "33    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82172263.30  2014-10-09\n",
       "37    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  81922685.00  2014-10-10\n",
       "41    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84844722.95  2014-10-11\n",
       "45    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84769868.90  2014-10-12\n",
       "49    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84558703.40  2014-10-13\n",
       "53    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84207166.80  2014-10-14\n",
       "57    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84042911.90  2014-10-15\n",
       "61    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84129516.15  2014-10-16\n",
       "65    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83877754.85  2014-10-17\n",
       "69    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83887520.40  2014-10-18\n",
       "73    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83538509.75  2014-10-19\n",
       "77    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86483653.00  2014-10-20\n",
       "81    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82496743.30  2014-10-21\n",
       "85    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82300356.65  2014-10-22\n",
       "89    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  82130251.65  2014-10-23\n",
       "93    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84844587.65  2014-10-24\n",
       "97    财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84845444.65  2014-10-25\n",
       "101   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84684911.05  2014-10-26\n",
       "105   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84500606.35  2014-10-27\n",
       "109   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84145461.25  2014-10-28\n",
       "113   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  84172525.10  2014-10-29\n",
       "117   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83957818.70  2014-10-30\n",
       "121   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  83684789.75  2014-10-31\n",
       "125   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86485366.95  2014-11-01\n",
       "129   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86454023.45  2014-11-02\n",
       "133   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86127041.70  2014-11-03\n",
       "137   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86161390.40  2014-11-04\n",
       "141   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  85938933.90  2014-11-05\n",
       "145   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  85645056.50  2014-11-06\n",
       "149   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  85272926.05  2014-11-07\n",
       "153   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  88110097.75  2014-11-08\n",
       "157   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  88128626.65  2014-11-09\n",
       "161   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  88075997.75  2014-11-10\n",
       "165   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  87753526.65  2014-11-11\n",
       "169   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  87249335.55  2014-11-12\n",
       "173   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86986142.20  2014-11-13\n",
       "177   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  86678240.00  2014-11-14\n",
       "181   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  89766600.00  2014-11-15\n",
       "185   财务管理系统  CWXT_DB        184     磁盘已使用大小    D:\\  89377527.25  2014-11-16"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d1 = data[(data['ENTITY']=='D:\\\\') & (data['TARGET_ID']==184 )]\n",
    "d1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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XzeB8zcFKRaqsiKSZUGXl6wYlK6mmqqaq25UFYwx/Pf2vnDTyJGY8PYNVG1bF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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x9ec84a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig  = plt.figure()\n",
    "ax = fig.add_subplot(1,1,1)\n",
    "ax.set_title(u\"D盘已使用空间的时序图\")\n",
    "# ax.set_xlabel(u'日期')\n",
    "ax.set(xlabel=u'日期',ylabel=u'磁盘使用大小')\n",
    "# 图上时间间隔显示为10天\n",
    "ax.xaxis.set_major_locator(mdates.DayLocator(bymonthday=range(1,32), interval=10)) \n",
    "ax.xaxis.set_major_formatter(mdates.DateFormatter(\"%Y-%m-%d\"))\n",
    "plt.subplots_adjust(bottom=0.13,top=0.95)\n",
    "ax.plot(d1['COLLECTTIME'],d1['VALUE'],'g*-',)\n",
    "\n",
    "fig.autofmt_xdate() #自动根据标签长度进行旋转\n",
    "'''for label in ax.xaxis.get_ticklabels():   #此语句完成功能同上\n",
    "       label.set_rotation(45)\n",
    "'''\n",
    "plt.savefig('d.jpg')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# 通过图中可以发现，磁盘的使用情况都不具有周期性，表现出缓慢性增长，呈现趋势性。因此，可以初步确认数据是非平稳的"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
